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anisotropic plasticity 1automatic differentiation 1finite element method 1gpu acceleration 1high-performance computing 1inverse parameter identification 1

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cs.CE2026

JAX-FEM-ANISO: Differentiable GPU-Accelerated Finite Element Framework for Inverse Identification of Finite-Strain Anisotropic Plasticity

Deepak Sharma, Itzel Salgado, Lu Huang +2

The paper introduces JAX-FEM-ANISO, a fully differentiable, GPU‑accelerated finite element framework that enables fast forward simulations and inverse identification of finite‑stra…